{"id":"W7052274465","doi":"","title":"Relationships, Rights, and Land: A Thematic Analysis of Policies for Ethical Research in Indigenous Contexts Across Canada","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Thematic analysis; Research ethics; Autonomy; Qualitative research; Treaty; Traditional knowledge; Metis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0455317,0.0005913213,0.0008511044,0.006844721,0.04149369,0.01777367,0.003846795,0.002920038,0.001835502],"category_scores_gemma":[0.05592837,0.0007537887,0.0005374597,0.01276577,0.04168648,0.005909096,0.009414697,0.006460646,0.0001440871],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1935293,"about_ca_system_score_gemma":0.3368925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9029006,"about_ca_topic_score_gemma":0.9082991,"domain_scores_codex":[0.9660668,0.01664203,0.001768847,0.002125753,0.007738032,0.005658663],"domain_scores_gemma":[0.9312949,0.04549802,0.003786356,0.002025277,0.01233418,0.005061348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000712157,0.00000893148,0.00193646,0.0001216175,0.000003049359,0.0003703496,0.9800547,0.0000784999,0.0002574715,0.01242542,0.0008079719,0.003928377],"study_design_scores_gemma":[0.000001247464,0.000002873695,0.002185053,0.0002867226,0.000003885759,0.00006000016,0.9717605,0.0001377756,0.000119009,0.001155639,0.02427449,0.00001267622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976196,0.00394747,0.008280389,0.03447991,0.0002317477,0.001432811,0.0006550195,0.00006001491,0.05329295],"genre_scores_gemma":[0.9855364,0.001912029,0.004332333,0.001245075,0.00002543887,0.0004521103,0.0001762212,0.00006610894,0.006254218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99708,"threshold_uncertainty_score":0.9353917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767605237797666,"score_gpt":0.2873412385802495,"score_spread":0.2696651862022729,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}